Fair Disease Diagnosis on PHAROS Challenge Task 2 benchmark leaderboard · SOTA2 Research

Fair Disease Diagnosis on PHAROS Challenge Task 2

62.5Male Macro F1FDVTS

Evaluation Results

Method	Links
FDVTS2026.03		62.5	—	—	—	—	—	—	—	—	78.3	70.4
PHAROS Baseline2026.03		55.9	—	—	—	—	—	—	—	—	68.7	62.3
Group DRO2026.03		0.8521	89.36	81.48	85	85	77.19	31.58	90.91	88.89	0.7214	0.7868
Group DRO2026.03		0.822	88.89	70	85.71	84.21	83.33	37.5	90.48	89.47	0.752	0.787
Group DRO2026.03		0.8085	86.79	66.67	84.21	85.71	85.19	63.64	90.91	88.89	0.8215	0.815
Group DRO2026.03		0.8042	80	66.67	90	85	84.21	52.63	92.68	92.31	0.8046	0.8044
Weighted CE2026.03		0.7956	84.62	63.64	85	85	81.36	25	95.24	92.31	0.7348	0.7652
Focal (γ = 2)2026.03		0.7952	76.6	64.29	90	87.18	72	46.15	92.68	92.31	0.7579	0.7765
Group DRO2026.03		0.7831	82.35	60.87	85	85	76.67	33.33	95.24	88.89	0.7353	0.7592